Checkout: Floating Labels
Hypothesis
If we implement 'Floating Labels' on checkout pages (In this experiment, top-aligned field labels were tested against floating labels (with labels floating inside the form field itself)), then key conversion metrics will improve.
Test Results
Key Learning
Context: Each additional form field adds friction to the checkout, increasing the chance users abandon before completing their submission.
What was tested: REAL-WORLD TEST: 'Floating Labels' was tested on a live checkout page. The test involved 2,073 real visitors. Full statistical results require paid access. Test methodology: In this experiment, top-aligned field labels were tested against floating labels (with labels floating inside the form field itself).
Result: No statistically significant difference was detected. This null result is still valuable — it narrows the search space and helps calibrate your minimum detectable effect for future tests.
How to Apply This to Your Site
This experiment tested checkout: floating labels but produced no statistically significant change. The test was run on a checkout page in the cross-industry industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.
Before you test: Consider that form tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.
What Was Tested
In this experiment, top-aligned field labels were tested against floating labels (with labels floating inside the form field itself).
Methodology
Build On These Learnings
Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.
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